Intro
Commodities (grains) news
- news_google_trends.qmd
- openAi_agent.qmd
Predictive Models
- Data Extraction for preselected commodities portfolio
- CNNLSTM_ABlation_Corn.qmd
- markovian_bayesian_timeseries.qmd
- machine_learning_models.qmd
- econometrics_model_sel.qmd
MultiObjective Multiperiod Optimization
- portfolio_multiobj_opt_algos.qmd
- scenario_simulation_fuzzy_multicriteria.qmd
- layout-jupyter.qmd
Reinforcement Learning Strategies
- pareto_front_reinforcement.qmd
- reinforcement_algos_decision_making.qmd
Acknowlegment

About the PIBIC and PIBITI Jr.

This project is carried out as part of a research initiation (PIBIC and PIBITI Jr.) at PUCPR, focusing on advanced forecasting and optimization techniques applied to agriculture.

Advisor/Researcher

Economist and Msc. in Economic Development (UFPR, 2008 & 2010), PhD Candidate at PPGEPS/PUCPR (2022-2026)